Unit 2 and 3 ANN

The strength of connecting weight between two neurons i and j is referred to as _________.

• w_i,i

• w_j,i

• w_j,j

• w_i,j

This matrix representation of Neural Network is also called _________ diagram

• Hibbion

• Network

• Hinton

• Block

A ________ is a set of training patterns, which we use to train our neural network.

• input set

• output set

• data set

• training set

In _________ learning the training set consists of input patterns as well as their correct results in the form of the precise activation of all output neurons.

• unsupervised

• forward

• reinforcement

• supervised

After sufficient training, to be able to solve unknown problems of the same class. This approach is referred to as ___________.

• generalization

• specialization

• familiarization

• learning

The training set consists of ________ patterns

• input

• output

• learning

• error

Offline training procedures are also called ___________ since a batch of results is corrected all at once.

• batch training procedures

• batch identification procedures

• batch finding procedures

• batch selection procedures

The network learns directly from the errors of each training sample.

• Online learning

• Offline learning

Ep is referred to as __________

• error vector

• input vector

• output vector

• training vector

Perceptron is used to describe a __________ network

• feedforward

• recurrent

• Completely linked networks

• feedbackward